{"id":"W4385707424","doi":"10.1097/01.hs9.0000970528.04188.9f","title":"P906: GENOMIC ANALYSIS TO IDENTIFY DETERMINANTS OF INHERENT RESPONSE AND RESISTANCE TO ELRANATAMAB IN MAGNETISMM-3 COHORT A","year":2023,"lang":"en","type":"article","venue":"HemaSphere","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research; University of Calgary","funders":"","keywords":"Multiple myeloma; CD38; Medicine; Plasma cell; Internal medicine; Oncology; Bortezomib; Exome sequencing; Cohort; Immunology; Bone marrow; Biology; Gene; Phenotype; Genetics; Stem cell","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000226567,0.0002547054,0.0003338884,0.0003866562,0.0002820887,0.0006105821,0.0002598703,0.0003449004,0.003261586],"category_scores_gemma":[0.0005909492,0.0001249615,0.0004421894,0.000516075,0.0001763643,0.0001676214,0.0004355112,0.0004406665,0.0006156499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892356,"about_ca_system_score_gemma":0.0002189154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001160668,"about_ca_topic_score_gemma":0.001728099,"domain_scores_codex":[0.9998218,0.00002331852,0.00001037361,0.00007946286,0.00003191486,0.0000331008],"domain_scores_gemma":[0.9997688,0.00004073349,0.00008159002,0.00002719352,0.00002469224,0.00005696363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006492098,0.0002053819,0.9178848,0.00009535492,0.000444441,0.0004765978,0.0001888046,0.0005084577,0.04945955,0.0001723843,0.003585624,0.02048652],"study_design_scores_gemma":[0.000145704,0.0005211026,0.9919253,0.0000146663,0.0001945948,0.001167742,0.0001466236,0.0009116664,0.002340814,0.0001613247,0.002459737,0.00001073934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948571,0.000192959,0.00019853,0.00006923034,0.000006125813,0.00001575332,0.004225151,0.00001487214,0.0004203588],"genre_scores_gemma":[0.9911181,0.0001092029,0.0003322685,0.00009698331,0.00001647973,0.00004868175,0.007563449,0.00002189745,0.0006929919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003261586,"threshold_uncertainty_score":0.01091111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845685026564547,"score_gpt":0.3646396066653157,"score_spread":0.3361827563996702,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}